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Multi-class Image Classification research benchmarks · SOTA2 Research

Multi-class Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DigestPath 2019 (test)

94.91Accuracy

32

Feb 26, 2026

NUS-WIDE geo-tagged (test)

36.2mAP

16

Feb 26, 2026

ISIC 100% labels 2019 (test)

58.19Balanced Acc

6

Feb 26, 2026

ISIC 10% labels 2019 (test)

43.95Balanced Accuracy

6

Feb 26, 2026

ISIC 1% labels 2019 (test)

39.73Balanced Acc

6

Feb 26, 2026

Popular datasets

ISIC NUS-WIDE DigestPath

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